conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning NIPS 2023
Beyond Normal: On the Evaluation of Mutual Information Estimators NIPS 2023
Mutual-Information Regularized Multi-Agent Policy Iteration NIPS 2023
Cell Variational Information Bottleneck Network ACML 2023
Mutual Information Regularized Offline Reinforcement Learning NIPS 2023
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023
M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling AAAI 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023
Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023
D-Separation for Causal Self-Explanation NIPS 2023
Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue AACL 2022
Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification INTERSPEECH 2022
Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022
Generalised Mutual Information for Discriminative Clustering NIPS 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022
Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher INTERSPEECH 2022
SepIt: Approaching a Single Channel Speech Separation Bound INTERSPEECH 2022
Predicting Speech Intelligibility using the Spike Acativity Mutual Information Index INTERSPEECH 2022
Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract) AAAI 2022
Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion INTERSPEECH 2022
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022